Omar El Ghiba
Mlops Engineer | Data Scientist | Data Engineer | Python Engineer at SCDEV- Claim this Profile
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Bio
Credentials
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Tensorflow developer professional
DeepLearning.AIDec, 2021- Nov, 2024 -
Deep Reinforcement Learning Nanodegree
UdacitySep, 2021- Nov, 2024 -
Natural Language Processing Nanodegree
UdacityJul, 2021- Nov, 2024 -
Data Analysis Track
UdacityJul, 2020- Nov, 2024
Experience
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SCDEV
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Morocco
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IT Services and IT Consulting
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1 - 100 Employee
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Mlops Engineer | Data Scientist | Data Engineer | Python Engineer
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2023 - Present
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Justinbox Consulting
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Tetouan Province, Tanger-Tetouan-Al Hoceima, Morocco
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MLOPS Engineer - Python Engineer - Data Scientist
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2021 - 2023
The creation of an AI-based digital marketing platform involved technologies and practices supporting customer segmentation, retention, scalable architecture, chatbots, competitive analysis, web app development, and database management. It included big data management via Apache Airflow and PySpark, and machine learning operations using MLflow and GPU training. AWS S3 was integrated for data storage, and strategies like data cleaning, visualization, A/B testing, monitoring, and automation were implemented for improved services. Show less
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École Hassania des Travaux Publics - المدرسة الحسنية للأشغال العمومية
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Morocco
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Higher Education
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1 - 100 Employee
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MLOps Engineer in Internet of Things
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2020 - 2022
This MLOps project employs IoT infrastructure with technologies such as Kafka and MQTT for real-time data streaming, PySpark for data processing, Airflow for workflow orchestration, and MLflow for managing ML models. It uses FastAPI for APIs and runs on an Ubuntu server, storing data securely in AWS S3 data lake. This MLOps project employs IoT infrastructure with technologies such as Kafka and MQTT for real-time data streaming, PySpark for data processing, Airflow for workflow orchestration, and MLflow for managing ML models. It uses FastAPI for APIs and runs on an Ubuntu server, storing data securely in AWS S3 data lake.
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MLOps Engineer - Data Scientist - Python Engineer
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2020 - 2021
Leverage machine learning algorithms, operationalize ML models, and develop Python solutions to enable the extraction of insights from data, fostering improved decision-making and business optimization.
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Data Scientist - Python Engineer
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2019 - 2020
Use advanced Python programming skills to gather, analyze, and interpret extensive datasets. Develop predictive models and machine learning algorithms to offer data-driven solutions and valuable insights tailored to meet business requirements.
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Python Engineer - Data Analyste - DevOps Developer
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2018 - 2019
developing and maintaining software applications using Python, analyzing complex data to help inform business decisions, and collaborating with the operations team to ensure the swift and reliable deployment of software systems.
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Email Marketing Analyst
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2017 - 2018
Strategize, develop, and analyze data-driven email marketing campaigns to optimize customer engagement and conversions
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Full Stack Web Developer - Devops Developer
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Apr 2015 - Aug 2017
Configured email marketing servers on Linux CentOS with PowerMTA,Managed databases using MySQL and maintained server codes via Github,Developed an interface for bulk messaging, monitored performance metrics, and warmed IPs to optimize inbox delivery.
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Full Stack Web Developer - Devops Developer
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Jan 2014 - Feb 2015
Drive end-to-end web development and streamline integration and deployment processes, leveraging DevOps methodologies to continuously improve software products.
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DevOps Developer
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2013 - 2014
integrate development and operations teams to streamline the software development life cycle, enhancing efficiency, code quality, and deployment speed through automation and cloud technologies.
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Education
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École Hassania des Travaux Publics - المدرسة الحسنية للأشغال العمومية
Master's degree, artificial inteligence of things and innovation -
Université Abdelmalek Essaâdi Tétouan
Bachelor's degree, mathematical and computer science -
Université Abdelmalek Essaâdi Tétouan
Deug diploma in general university studies, mathematical and computer science -
Hassan 2 hight school
Baccalaureate, mathematical science B